Find UC Berkeley Faculty

causal inference, data integration, federated learning and transfer learning, electronic health records, clinical trials, High Dimensional Data Analysis

online marketplaces and platforms, computational social science, data science, experimental economics

optimization, machine learning, data-driven decision-making

neuroimaging data analysis, deep brain stimulation, brain-computer-interface, statistical machine learning, Deep Learning, reinforcement learning, networks data analysis, functional data analysis, tensor analysis, ordinary differential equations, dimension reduction, high dimensional inference

statistics, machine learning, data science, applied statistics, statistical computing, computational biology, computational genomics, Precision Medicine, precision health

information theory, probability, data compression, communications, computer science

new media, performance studies, performance theory, performance, media studies, fan studies, digital culture, social networks, film, television, social media, Internet culture, digital humanities, data science, race/ethnicity, gender and sexuality, nationality, transnationalism, Filipino American studies, Asian American studies, archives, cultural memory, piracy, distribution

knowledge representation, adaptive learning, artificial intelligence, learning analytics, Recommender Systems, higher education, data science, Digital Learning Environments, cognitive modeling, Big Data in Education, Knowledge Tracing, Formative Assessment, intelligent tutoring systems, Online Learning, psychometrics, Educational Data Mining

K-12 math and science education, science education, mathematics education, computing education, design-based research, computers in K-12 education, data literacy, data science education

privacy, information privacy law, data protection law, law and technology

bioengineering, computational biology, biophysics, data science, microfluidics, microscopy, genomics

26S proteasome, Ubiquitin-Proteasome System, AAA+ ATPases, Molecular motor proteins

commercializing breakthroughs, invention, innovation, patents, big data, ethics and technology, leadership

control systems, optimization, data science, batteries, electric vehicles, energy systems

database management systems, human-computer interaction, data science, information visualization

Jamaica and the USA, constructions and inffrastructures of poverty, inequality, race (blackness), economy, reparations

biostatistics, educational statistics, latent variable models, missing data methods, multilevel models, generalized linear latent and mixed models, hierarchical models, longitudinal data, Item response models, structural equation models

behavioral ecology, urban ecology, One Health, social-ecological dynamics, environmental justice

machine learning, trustworthy data science and AI, interdisciplinary research in biomedicine, neuroscience, climate science

opera and politics, music and data, music and language, theater, gender, opera, performance, singers, voice, staging of opera, 19th century music, 19th century Italy

art, digital media installations, photography, data science, new technology, video games

machine learning, gamma-ray bursts, supernovae, time-domain astronomy, data-driven discovery